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2012
S. Hajian, Monreale, A., Pedreschi, D., Domingo-Ferrer, J., and Giannotti, F., “Injecting Discrimination and Privacy Awareness Into Pattern Discovery”, in 12th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, Brussels, Belgium, December 10, 2012, 2012, pp. 360–369.
M. Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., “Multidimensional networks: foundations of structural analysis”, World Wide Web, vol. Volume 15 / 2012, 2012.
2011
A. Monreale, Trasarti, R., Pedreschi, D., Renso, C., and Bogorny, V., “C-safety: a framework for the anonymization of semantic trajectories”, Transactions on Data Privacy, vol. 4, pp. 73-101, 2011.
M. Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., “Foundations of Multidimensional Network Analysis”, in ASONAM, 2011, pp. 485-489.
F. Giannotti, Lakshmanan, L. V. S., Monreale, A., Pedreschi, D., and Wang, H. Wendy, “Privacy-preserving data mining from outsourced databases.”, in the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice , 2011.
M. Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., “The pursuit of hubbiness: Analysis of hubs in large multidimensional networks”, J. Comput. Science, vol. 2, pp. 223-237, 2011.
2010
M. Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., “As Time Goes by: Discovering Eras in Evolving Social Networks”, in PAKDD (1), 2010, pp. 81-90.
M. Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., “Discovering Eras in Evolving Social Networks (Extended Abstract)”, in SEBD, 2010, pp. 78-85.
R. Trasarti, Rinzivillo, S., Pinelli, F., Nanni, M., Monreale, A., Renso, C., Pedreschi, D., and Giannotti, F., “Exploring Real Mobility Data with M-Atlas”, in ECML/PKDD (3), 2010, pp. 624-627.
G. Andrienko, Andrienko, N., Giannotti, F., Monreale, A., Pedreschi, D., and Rinzivillo, S., “A Generalisation-based Approach to Anonymising Movement Data”, 13th AGILE conference on Geographic Information Science. 2010.
A. Monreale, Pinelli, F., Trasarti, R., and Giannotti, F., “Location Prediction through Trajectory Pattern Mining (Extended Abstract)”, in SEBD, 2010, pp. 134-141.
A. Monreale, Andrienko, G., Andrienko, N., Giannotti, F., Pedreschi, D., Rinzivillo, S., and Wrobel, S., “Movement Data Anonymity through Generalization”, Transactions on Data Privacy, vol. 3, pp. 91–121, 2010.
A. Monreale, Trasarti, R., Renso, C., Pedreschi, D., and Bogorny, V., “Preserving privacy in semantic-rich trajectories of human mobility”, in SPRINGL, 2010, pp. 47-54.
M. Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., “Towards Discovery of Eras in Social Networks”, in M3SN 2010 Workshop, in conjunction with ICDE2010, 2010.
2009
R. G. Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., “Anonymous Sequences from Trajectory Data”, 17th Italian Symposium on Advanced Database Systems. Camogli, Italy, 2009.
G. Andrienko, Andrienko, N., Giannotti, F., Monreale, A., and Pedreschi, D., “Movement data anonymity through generalization”, in Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009.
A. Monreale, Pinelli, F., Trasarti, R., and Giannotti, F., “WhereNext: a Location Predictor on Trajectory Pattern Mining”, 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2009.
2008
F. Pinelli, Monreale, A., Trasarti, R., and Giannotti, F., “Location prediction within the mobility data analysis environment Daedalus”, First International Workshop on Computational Transportation Science. Dublin, Ireland, 2008.
R. G. Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., “Pattern-Preserving k-Anonymization of Sequences and its Application to Mobility Data Mining”, in PiLBA, 2008.

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